Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 26458 |
| Missing cells | 192211 |
| Missing cells (%) | 40.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 8 |
2013 is highly correlated with 2014 and 14 other fields | High correlation |
2014 is highly correlated with 2013 and 14 other fields | High correlation |
2015 is highly correlated with LAT and 12 other fields | High correlation |
2016 is highly correlated with 2013 and 11 other fields | High correlation |
2017 is highly correlated with LAT and 15 other fields | High correlation |
2018 is highly correlated with 2013 and 14 other fields | High correlation |
2019 is highly correlated with 2013 and 14 other fields | High correlation |
2020 is highly correlated with 2013 and 7 other fields | High correlation |
LABEL2020 is highly correlated with 2013 and 14 other fields | High correlation |
LABEL2017 is highly correlated with 2013 and 11 other fields | High correlation |
LABEL2016 is highly correlated with 2013 and 13 other fields | High correlation |
LABEL2018 is highly correlated with 2013 and 11 other fields | High correlation |
LABEL2019 is highly correlated with 2013 and 11 other fields | High correlation |
LABEL2014 is highly correlated with 2013 and 13 other fields | High correlation |
LABEL2013 is highly correlated with 2013 and 13 other fields | High correlation |
LABEL2015 is highly correlated with 2013 and 13 other fields | High correlation |
LAT is highly correlated with 2015 and 1 other fields | High correlation |
LABEL2013 has 24111 (91.1%) missing values | Missing |
LABEL2014 has 24081 (91.0%) missing values | Missing |
LABEL2015 has 24080 (91.0%) missing values | Missing |
LABEL2016 has 24080 (91.0%) missing values | Missing |
LABEL2017 has 24051 (90.9%) missing values | Missing |
LABEL2018 has 23977 (90.6%) missing values | Missing |
LABEL2019 has 23938 (90.5%) missing values | Missing |
LABEL2020 has 23893 (90.3%) missing values | Missing |
Reproduction
| Analysis started | 2022-09-22 15:20:40.142185 |
|---|---|
| Analysis finished | 2022-09-22 15:21:00.672921 |
| Duration | 20.53 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 192 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.40020996 |
| Minimum | 16.9375 |
|---|---|
| Maximum | 17.8925 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | 16.9375 |
|---|---|
| 5-th percentile | 17.0325 |
| Q1 | 17.2175 |
| median | 17.3975 |
| Q3 | 17.5775 |
| 95-th percentile | 17.7825 |
| Maximum | 17.8925 |
| Range | 0.955 |
| Interquartile range (IQR) | 0.36 |
Descriptive statistics
| Standard deviation | 0.2316771372 |
|---|---|
| Coefficient of variation (CV) | 0.01331461734 |
| Kurtosis | -0.9851021179 |
| Mean | 17.40020996 |
| Median Absolute Deviation (MAD) | 0.18 |
| Skewness | 0.05136507924 |
| Sum | 460374.755 |
| Variance | 0.05367429588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.4775 | 195 | 0.7% |
| 17.4975 | 195 | 0.7% |
| 17.5075 | 194 | 0.7% |
| 17.4925 | 194 | 0.7% |
| 17.5025 | 194 | 0.7% |
| 17.3125 | 193 | 0.7% |
| 17.4875 | 193 | 0.7% |
| 17.3075 | 193 | 0.7% |
| 17.3175 | 192 | 0.7% |
| 17.4725 | 192 | 0.7% |
| Other values (182) | 24523 |
| Value | Count | Frequency (%) |
| 16.9375 | 3 | < 0.1% |
| 16.9425 | 6 | < 0.1% |
| 16.9475 | 13 | < 0.1% |
| 16.9525 | 17 | 0.1% |
| 16.9575 | 22 | 0.1% |
| 16.9625 | 29 | |
| 16.9675 | 41 | |
| 16.9725 | 54 | |
| 16.9775 | 56 | |
| 16.9825 | 67 |
| Value | Count | Frequency (%) |
| 17.8925 | 3 | < 0.1% |
| 17.8875 | 9 | < 0.1% |
| 17.8825 | 10 | < 0.1% |
| 17.8775 | 11 | < 0.1% |
| 17.8725 | 18 | |
| 17.8675 | 28 | |
| 17.8625 | 31 | |
| 17.8575 | 36 | |
| 17.8525 | 41 | |
| 17.8475 | 42 |
LON
Real number (ℝ≥0)
| Distinct | 208 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.47750121 |
| Minimum | 78.0075 |
|---|---|
| Maximum | 79.0425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | 78.0075 |
|---|---|
| 5-th percentile | 78.1125 |
| Q1 | 78.2775 |
| median | 78.4775 |
| Q3 | 78.6675 |
| 95-th percentile | 78.8775 |
| Maximum | 79.0425 |
| Range | 1.035 |
| Interquartile range (IQR) | 0.39 |
Descriptive statistics
| Standard deviation | 0.2377368942 |
|---|---|
| Coefficient of variation (CV) | 0.003029363709 |
| Kurtosis | -0.9561032173 |
| Mean | 78.47750121 |
| Median Absolute Deviation (MAD) | 0.195 |
| Skewness | 0.1112356494 |
| Sum | 2076357.727 |
| Variance | 0.05651883084 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 78.5225 | 180 | 0.7% |
| 78.5475 | 179 | 0.7% |
| 78.5175 | 179 | 0.7% |
| 78.5125 | 179 | 0.7% |
| 78.4775 | 179 | 0.7% |
| 78.48251 | 178 | 0.7% |
| 78.5425 | 178 | 0.7% |
| 78.4625 | 178 | 0.7% |
| 78.4675 | 177 | 0.7% |
| 78.4725 | 177 | 0.7% |
| Other values (198) | 24674 |
| Value | Count | Frequency (%) |
| 78.0075 | 3 | < 0.1% |
| 78.0125 | 4 | < 0.1% |
| 78.0175 | 6 | < 0.1% |
| 78.0225 | 9 | < 0.1% |
| 78.0275 | 12 | < 0.1% |
| 78.0325 | 15 | 0.1% |
| 78.03751 | 19 | |
| 78.0425 | 21 | |
| 78.0475 | 27 | |
| 78.05251 | 45 |
| Value | Count | Frequency (%) |
| 79.0425 | 1 | < 0.1% |
| 79.03751 | 3 | < 0.1% |
| 79.0325 | 5 | < 0.1% |
| 79.0275 | 7 | |
| 79.0225 | 11 | |
| 79.0175 | 11 | |
| 79.0125 | 11 | |
| 79.0075 | 12 | |
| 79.0025 | 12 | |
| 78.99751 | 14 |
| Distinct | 13450 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4207330437 |
| Minimum | -0.03517 |
|---|---|
| Maximum | 0.67606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | -0.03517 |
|---|---|
| 5-th percentile | 0.3181195 |
| Q1 | 0.39986 |
| median | 0.42561 |
| Q3 | 0.4495 |
| 95-th percentile | 0.49527 |
| Maximum | 0.67606 |
| Range | 0.71123 |
| Interquartile range (IQR) | 0.04964 |
Descriptive statistics
| Standard deviation | 0.05464817167 |
|---|---|
| Coefficient of variation (CV) | 0.1298879955 |
| Kurtosis | 4.478441875 |
| Mean | 0.4207330437 |
| Median Absolute Deviation (MAD) | 0.024865 |
| Skewness | -1.056008228 |
| Sum | 11131.75487 |
| Variance | 0.002986422667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.42291 | 12 | < 0.1% |
| 0.43007 | 10 | < 0.1% |
| 0.4281 | 9 | < 0.1% |
| 0.4251 | 9 | < 0.1% |
| 0.43423 | 9 | < 0.1% |
| 0.42685 | 9 | < 0.1% |
| 0.41363 | 9 | < 0.1% |
| 0.43055 | 9 | < 0.1% |
| 0.4381 | 9 | < 0.1% |
| 0.42577 | 9 | < 0.1% |
| Other values (13440) | 26364 |
| Value | Count | Frequency (%) |
| -0.03517 | 1 | |
| -0.00267 | 1 | |
| 0.0012 | 1 | |
| 0.00631 | 1 | |
| 0.05611 | 1 | |
| 0.05677 | 1 | |
| 0.05738 | 1 | |
| 0.05758 | 1 | |
| 0.05908 | 1 | |
| 0.06355 | 1 |
| Value | Count | Frequency (%) |
| 0.67606 | 1 | |
| 0.67375 | 1 | |
| 0.66638 | 1 | |
| 0.66317 | 1 | |
| 0.66025 | 1 | |
| 0.65981 | 1 | |
| 0.6567 | 1 | |
| 0.65665 | 1 | |
| 0.656 | 1 | |
| 0.64681 | 1 |
| Distinct | 14576 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4159277769 |
| Minimum | -0.04602 |
|---|---|
| Maximum | 0.68919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | < 0.1% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | -0.04602 |
|---|---|
| 5-th percentile | 0.3107595 |
| Q1 | 0.38753 |
| median | 0.41967 |
| Q3 | 0.44939 |
| 95-th percentile | 0.5026415 |
| Maximum | 0.68919 |
| Range | 0.73521 |
| Interquartile range (IQR) | 0.06186 |
Descriptive statistics
| Standard deviation | 0.05989031225 |
|---|---|
| Coefficient of variation (CV) | 0.1439920957 |
| Kurtosis | 3.176856273 |
| Mean | 0.4159277769 |
| Median Absolute Deviation (MAD) | 0.030745 |
| Skewness | -0.6312590202 |
| Sum | 11004.61712 |
| Variance | 0.003586849502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4322 | 9 | < 0.1% |
| 0.41681 | 9 | < 0.1% |
| 0.43249 | 9 | < 0.1% |
| 0.40917 | 8 | < 0.1% |
| 0.41171 | 8 | < 0.1% |
| 0.40434 | 8 | < 0.1% |
| 0.43802 | 8 | < 0.1% |
| 0.41715 | 8 | < 0.1% |
| 0.3977 | 8 | < 0.1% |
| 0.4168 | 8 | < 0.1% |
| Other values (14566) | 26375 |
| Value | Count | Frequency (%) |
| -0.04602 | 1 | |
| -0.02443 | 1 | |
| -0.01918 | 1 | |
| -0.00857 | 1 | |
| 0.01534 | 1 | |
| 0.01869 | 1 | |
| 0.02325 | 1 | |
| 0.02385 | 1 | |
| 0.04497 | 1 | |
| 0.05025 | 1 |
| Value | Count | Frequency (%) |
| 0.68919 | 1 | |
| 0.68728 | 1 | |
| 0.68549 | 1 | |
| 0.67846 | 1 | |
| 0.67487 | 1 | |
| 0.66991 | 1 | |
| 0.66499 | 1 | |
| 0.65609 | 1 | |
| 0.65485 | 1 | |
| 0.65258 | 1 |
| Distinct | 14213 |
|---|---|
| Distinct (%) | 53.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3996727224 |
| Minimum | 0.00144 |
|---|---|
| Maximum | 0.69087 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | 0.00144 |
|---|---|
| 5-th percentile | 0.310058 |
| Q1 | 0.3705225 |
| median | 0.40068 |
| Q3 | 0.4306475 |
| 95-th percentile | 0.485193 |
| Maximum | 0.69087 |
| Range | 0.68943 |
| Interquartile range (IQR) | 0.060125 |
Descriptive statistics
| Standard deviation | 0.05570459149 |
|---|---|
| Coefficient of variation (CV) | 0.1393755149 |
| Kurtosis | 2.543939814 |
| Mean | 0.3996727224 |
| Median Absolute Deviation (MAD) | 0.03009 |
| Skewness | -0.2240419846 |
| Sum | 10574.54089 |
| Variance | 0.003103001513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.40545 | 9 | < 0.1% |
| 0.40695 | 8 | < 0.1% |
| 0.39985 | 8 | < 0.1% |
| 0.39608 | 8 | < 0.1% |
| 0.41096 | 8 | < 0.1% |
| 0.37216 | 8 | < 0.1% |
| 0.40919 | 8 | < 0.1% |
| 0.40561 | 7 | < 0.1% |
| 0.40031 | 7 | < 0.1% |
| 0.42297 | 7 | < 0.1% |
| Other values (14203) | 26380 |
| Value | Count | Frequency (%) |
| 0.00144 | 1 | |
| 0.00218 | 1 | |
| 0.05065 | 1 | |
| 0.0581 | 1 | |
| 0.0741 | 1 | |
| 0.07439 | 1 | |
| 0.08171 | 1 | |
| 0.08223 | 1 | |
| 0.09037 | 1 | |
| 0.09217 | 1 |
| Value | Count | Frequency (%) |
| 0.69087 | 1 | |
| 0.68471 | 1 | |
| 0.68182 | 1 | |
| 0.67046 | 1 | |
| 0.66931 | 1 | |
| 0.66247 | 1 | |
| 0.65382 | 1 | |
| 0.6531 | 1 | |
| 0.65143 | 1 | |
| 0.64833 | 1 |
| Distinct | 13317 |
|---|---|
| Distinct (%) | 50.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3787998934 |
| Minimum | 0.0774 |
|---|---|
| Maximum | 0.68354 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | 0.0774 |
|---|---|
| 5-th percentile | 0.294557 |
| Q1 | 0.3545625 |
| median | 0.379795 |
| Q3 | 0.4043675 |
| 95-th percentile | 0.455823 |
| Maximum | 0.68354 |
| Range | 0.60614 |
| Interquartile range (IQR) | 0.049805 |
Descriptive statistics
| Standard deviation | 0.05016705066 |
|---|---|
| Coefficient of variation (CV) | 0.132436813 |
| Kurtosis | 2.827113212 |
| Mean | 0.3787998934 |
| Median Absolute Deviation (MAD) | 0.02484 |
| Skewness | -0.155404131 |
| Sum | 10022.28758 |
| Variance | 0.002516732972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.36656 | 10 | < 0.1% |
| 0.37608 | 10 | < 0.1% |
| 0.40441 | 10 | < 0.1% |
| 0.37178 | 10 | < 0.1% |
| 0.39028 | 9 | < 0.1% |
| 0.36474 | 9 | < 0.1% |
| 0.37089 | 9 | < 0.1% |
| 0.38939 | 9 | < 0.1% |
| 0.38828 | 9 | < 0.1% |
| 0.37509 | 9 | < 0.1% |
| Other values (13307) | 26364 |
| Value | Count | Frequency (%) |
| 0.0774 | 1 | |
| 0.084 | 1 | |
| 0.08764 | 1 | |
| 0.10953 | 1 | |
| 0.11607 | 1 | |
| 0.13531 | 1 | |
| 0.14422 | 1 | |
| 0.1533 | 1 | |
| 0.15412 | 1 | |
| 0.15751 | 1 |
| Value | Count | Frequency (%) |
| 0.68354 | 1 | |
| 0.67768 | 1 | |
| 0.66576 | 1 | |
| 0.65307 | 1 | |
| 0.64925 | 1 | |
| 0.6389 | 1 | |
| 0.63049 | 1 | |
| 0.62603 | 1 | |
| 0.62586 | 1 | |
| 0.62444 | 1 |
| Distinct | 14522 |
|---|---|
| Distinct (%) | 54.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4157635452 |
| Minimum | -0.03609 |
|---|---|
| Maximum | 0.6929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | < 0.1% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | -0.03609 |
|---|---|
| 5-th percentile | 0.308447 |
| Q1 | 0.3874425 |
| median | 0.418925 |
| Q3 | 0.45034 |
| 95-th percentile | 0.5029845 |
| Maximum | 0.6929 |
| Range | 0.72899 |
| Interquartile range (IQR) | 0.0628975 |
Descriptive statistics
| Standard deviation | 0.06016712426 |
|---|---|
| Coefficient of variation (CV) | 0.1447147662 |
| Kurtosis | 3.263448593 |
| Mean | 0.4157635452 |
| Median Absolute Deviation (MAD) | 0.03144 |
| Skewness | -0.7126709086 |
| Sum | 11000.27188 |
| Variance | 0.003620082842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.43739 | 9 | < 0.1% |
| 0.44156 | 9 | < 0.1% |
| 0.44554 | 8 | < 0.1% |
| 0.41528 | 8 | < 0.1% |
| 0.39527 | 8 | < 0.1% |
| 0.44147 | 8 | < 0.1% |
| 0.41177 | 8 | < 0.1% |
| 0.42281 | 8 | < 0.1% |
| 0.41002 | 8 | < 0.1% |
| 0.42868 | 8 | < 0.1% |
| Other values (14512) | 26376 |
| Value | Count | Frequency (%) |
| -0.03609 | 1 | |
| -0.03117 | 1 | |
| -0.00733 | 1 | |
| -0.00469 | 1 | |
| -0.00088 | 1 | |
| 0.00947 | 1 | |
| 0.00981 | 1 | |
| 0.01632 | 1 | |
| 0.02091 | 1 | |
| 0.04006 | 1 |
| Value | Count | Frequency (%) |
| 0.6929 | 1 | |
| 0.67971 | 1 | |
| 0.6783 | 1 | |
| 0.67212 | 1 | |
| 0.66959 | 1 | |
| 0.6692 | 1 | |
| 0.66714 | 1 | |
| 0.66418 | 1 | |
| 0.66285 | 1 | |
| 0.66177 | 1 |
| Distinct | 13790 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3843198458 |
| Minimum | -0.05067 |
|---|---|
| Maximum | 0.69356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | -0.05067 |
|---|---|
| 5-th percentile | 0.2908755 |
| Q1 | 0.35931 |
| median | 0.38671 |
| Q3 | 0.4124375 |
| 95-th percentile | 0.4638765 |
| Maximum | 0.69356 |
| Range | 0.74423 |
| Interquartile range (IQR) | 0.0531275 |
Descriptive statistics
| Standard deviation | 0.05400839722 |
|---|---|
| Coefficient of variation (CV) | 0.140529816 |
| Kurtosis | 3.939374132 |
| Mean | 0.3843198458 |
| Median Absolute Deviation (MAD) | 0.02648 |
| Skewness | -0.359633358 |
| Sum | 10168.33448 |
| Variance | 0.00291690697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.37209 | 10 | < 0.1% |
| 0.38895 | 10 | < 0.1% |
| 0.39951 | 10 | < 0.1% |
| 0.39498 | 10 | < 0.1% |
| 0.39365 | 9 | < 0.1% |
| 0.38092 | 9 | < 0.1% |
| 0.39775 | 9 | < 0.1% |
| 0.40811 | 9 | < 0.1% |
| 0.37987 | 9 | < 0.1% |
| 0.38907 | 9 | < 0.1% |
| Other values (13780) | 26364 |
| Value | Count | Frequency (%) |
| -0.05067 | 1 | |
| -0.03246 | 1 | |
| -0.03006 | 1 | |
| 0.00458 | 1 | |
| 0.01215 | 1 | |
| 0.01926 | 1 | |
| 0.02124 | 1 | |
| 0.0275 | 1 | |
| 0.02824 | 1 | |
| 0.02849 | 1 |
| Value | Count | Frequency (%) |
| 0.69356 | 1 | |
| 0.69338 | 1 | |
| 0.68986 | 1 | |
| 0.67755 | 1 | |
| 0.67633 | 1 | |
| 0.66699 | 1 | |
| 0.66271 | 1 | |
| 0.6608 | 1 | |
| 0.6606 | 1 | |
| 0.65819 | 1 |
| Distinct | 13812 |
|---|---|
| Distinct (%) | 52.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3808315625 |
| Minimum | -0.02742 |
|---|---|
| Maximum | 0.70108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | -0.02742 |
|---|---|
| 5-th percentile | 0.286988 |
| Q1 | 0.35572 |
| median | 0.38241 |
| Q3 | 0.40886 |
| 95-th percentile | 0.4620815 |
| Maximum | 0.70108 |
| Range | 0.7285 |
| Interquartile range (IQR) | 0.05314 |
Descriptive statistics
| Standard deviation | 0.05367306228 |
|---|---|
| Coefficient of variation (CV) | 0.1409364863 |
| Kurtosis | 3.115297817 |
| Mean | 0.3808315625 |
| Median Absolute Deviation (MAD) | 0.02656 |
| Skewness | -0.2016911427 |
| Sum | 10076.04148 |
| Variance | 0.002880797614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.36195 | 10 | < 0.1% |
| 0.39912 | 9 | < 0.1% |
| 0.36193 | 9 | < 0.1% |
| 0.37973 | 9 | < 0.1% |
| 0.37191 | 9 | < 0.1% |
| 0.38297 | 9 | < 0.1% |
| 0.3829 | 9 | < 0.1% |
| 0.37955 | 8 | < 0.1% |
| 0.38625 | 8 | < 0.1% |
| 0.37268 | 8 | < 0.1% |
| Other values (13802) | 26370 |
| Value | Count | Frequency (%) |
| -0.02742 | 1 | |
| -0.02312 | 1 | |
| 0.03251 | 1 | |
| 0.03423 | 1 | |
| 0.055 | 1 | |
| 0.05978 | 1 | |
| 0.06312 | 1 | |
| 0.07601 | 1 | |
| 0.07658 | 1 | |
| 0.08091 | 1 |
| Value | Count | Frequency (%) |
| 0.70108 | 1 | |
| 0.69358 | 1 | |
| 0.67977 | 1 | |
| 0.67853 | 1 | |
| 0.67547 | 1 | |
| 0.6694 | 1 | |
| 0.66705 | 1 | |
| 0.66236 | 1 | |
| 0.66174 | 1 | |
| 0.65797 | 1 |
| Distinct | 14641 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4336901674 |
| Minimum | 0.11012 |
|---|---|
| Maximum | 0.70133 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 206.8 KiB |
Quantile statistics
| Minimum | 0.11012 |
|---|---|
| 5-th percentile | 0.314587 |
| Q1 | 0.40704 |
| median | 0.438895 |
| Q3 | 0.46806 |
| 95-th percentile | 0.5231915 |
| Maximum | 0.70133 |
| Range | 0.59121 |
| Interquartile range (IQR) | 0.06102 |
Descriptive statistics
| Standard deviation | 0.06068388076 |
|---|---|
| Coefficient of variation (CV) | 0.1399245021 |
| Kurtosis | 2.100685553 |
| Mean | 0.4336901674 |
| Median Absolute Deviation (MAD) | 0.030335 |
| Skewness | -0.6852405518 |
| Sum | 11474.57445 |
| Variance | 0.003682533384 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.45501 | 11 | < 0.1% |
| 0.45222 | 9 | < 0.1% |
| 0.43339 | 9 | < 0.1% |
| 0.44725 | 8 | < 0.1% |
| 0.42517 | 8 | < 0.1% |
| 0.43776 | 8 | < 0.1% |
| 0.4721 | 8 | < 0.1% |
| 0.4279 | 8 | < 0.1% |
| 0.46307 | 8 | < 0.1% |
| 0.44546 | 7 | < 0.1% |
| Other values (14631) | 26374 |
| Value | Count | Frequency (%) |
| 0.11012 | 1 | |
| 0.11027 | 1 | |
| 0.12451 | 1 | |
| 0.12598 | 1 | |
| 0.13494 | 1 | |
| 0.1373 | 1 | |
| 0.13827 | 1 | |
| 0.14078 | 1 | |
| 0.14133 | 1 | |
| 0.14249 | 1 |
| Value | Count | Frequency (%) |
| 0.70133 | 1 | |
| 0.7004 | 1 | |
| 0.70001 | 1 | |
| 0.68096 | 1 | |
| 0.68037 | 1 | |
| 0.67526 | 1 | |
| 0.67437 | 1 | |
| 0.67158 | 1 | |
| 0.66955 | 1 | |
| 0.66581 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24111 |
| Missing (%) | 91.1% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 27 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11735 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2320 | 8.8% |
| Water | 27 | 0.1% |
| (Missing) | 24111 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2320 | |
| water | 27 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2347 | |
| a | 2347 | |
| U | 2320 | |
| b | 2320 | |
| n | 2320 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9388 | |
| Uppercase Letter | 2347 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2347 | |
| a | 2347 | |
| b | 2320 | |
| n | 2320 | |
| t | 27 | 0.3% |
| e | 27 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2320 | |
| W | 27 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11735 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2347 | |
| a | 2347 | |
| U | 2320 | |
| b | 2320 | |
| n | 2320 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2347 | |
| a | 2347 | |
| U | 2320 | |
| b | 2320 | |
| n | 2320 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24081 |
| Missing (%) | 91.0% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 27 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11885 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2350 | 8.9% |
| Water | 27 | 0.1% |
| (Missing) | 24081 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2350 | |
| water | 27 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2377 | |
| a | 2377 | |
| U | 2350 | |
| b | 2350 | |
| n | 2350 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9508 | |
| Uppercase Letter | 2377 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2377 | |
| a | 2377 | |
| b | 2350 | |
| n | 2350 | |
| t | 27 | 0.3% |
| e | 27 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2350 | |
| W | 27 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11885 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2377 | |
| a | 2377 | |
| U | 2350 | |
| b | 2350 | |
| n | 2350 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11885 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2377 | |
| a | 2377 | |
| U | 2350 | |
| b | 2350 | |
| n | 2350 | |
| W | 27 | 0.2% |
| t | 27 | 0.2% |
| e | 27 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24080 |
| Missing (%) | 91.0% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 22 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11890 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2356 | 8.9% |
| Water | 22 | 0.1% |
| (Missing) | 24080 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2356 | |
| water | 22 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2356 | |
| b | 2356 | |
| n | 2356 | |
| W | 22 | 0.2% |
| t | 22 | 0.2% |
| e | 22 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9512 | |
| Uppercase Letter | 2378 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| b | 2356 | |
| n | 2356 | |
| t | 22 | 0.2% |
| e | 22 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2356 | |
| W | 22 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11890 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2356 | |
| b | 2356 | |
| n | 2356 | |
| W | 22 | 0.2% |
| t | 22 | 0.2% |
| e | 22 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11890 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2356 | |
| b | 2356 | |
| n | 2356 | |
| W | 22 | 0.2% |
| t | 22 | 0.2% |
| e | 22 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24080 |
| Missing (%) | 91.0% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 18 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11890 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2360 | 8.9% |
| Water | 18 | 0.1% |
| (Missing) | 24080 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2360 | |
| water | 18 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2360 | |
| b | 2360 | |
| n | 2360 | |
| W | 18 | 0.2% |
| t | 18 | 0.2% |
| e | 18 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9512 | |
| Uppercase Letter | 2378 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| b | 2360 | |
| n | 2360 | |
| t | 18 | 0.2% |
| e | 18 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2360 | |
| W | 18 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11890 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2360 | |
| b | 2360 | |
| n | 2360 | |
| W | 18 | 0.2% |
| t | 18 | 0.2% |
| e | 18 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11890 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2378 | |
| a | 2378 | |
| U | 2360 | |
| b | 2360 | |
| n | 2360 | |
| W | 18 | 0.2% |
| t | 18 | 0.2% |
| e | 18 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24051 |
| Missing (%) | 90.9% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 36 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12035 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2371 | 9.0% |
| Water | 36 | 0.1% |
| (Missing) | 24051 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2371 | |
| water | 36 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2407 | |
| a | 2407 | |
| U | 2371 | |
| b | 2371 | |
| n | 2371 | |
| W | 36 | 0.3% |
| t | 36 | 0.3% |
| e | 36 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9628 | |
| Uppercase Letter | 2407 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2407 | |
| a | 2407 | |
| b | 2371 | |
| n | 2371 | |
| t | 36 | 0.4% |
| e | 36 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2371 | |
| W | 36 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12035 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2407 | |
| a | 2407 | |
| U | 2371 | |
| b | 2371 | |
| n | 2371 | |
| W | 36 | 0.3% |
| t | 36 | 0.3% |
| e | 36 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12035 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2407 | |
| a | 2407 | |
| U | 2371 | |
| b | 2371 | |
| n | 2371 | |
| W | 36 | 0.3% |
| t | 36 | 0.3% |
| e | 36 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23977 |
| Missing (%) | 90.6% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 49 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12405 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2432 | 9.2% |
| Water | 49 | 0.2% |
| (Missing) | 23977 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2432 | |
| water | 49 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2481 | |
| a | 2481 | |
| U | 2432 | |
| b | 2432 | |
| n | 2432 | |
| W | 49 | 0.4% |
| t | 49 | 0.4% |
| e | 49 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9924 | |
| Uppercase Letter | 2481 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2481 | |
| a | 2481 | |
| b | 2432 | |
| n | 2432 | |
| t | 49 | 0.5% |
| e | 49 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2432 | |
| W | 49 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12405 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2481 | |
| a | 2481 | |
| U | 2432 | |
| b | 2432 | |
| n | 2432 | |
| W | 49 | 0.4% |
| t | 49 | 0.4% |
| e | 49 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12405 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2481 | |
| a | 2481 | |
| U | 2432 | |
| b | 2432 | |
| n | 2432 | |
| W | 49 | 0.4% |
| t | 49 | 0.4% |
| e | 49 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23938 |
| Missing (%) | 90.5% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 35 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12600 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2485 | 9.4% |
| Water | 35 | 0.1% |
| (Missing) | 23938 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2485 | |
| water | 35 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2520 | |
| a | 2520 | |
| U | 2485 | |
| b | 2485 | |
| n | 2485 | |
| W | 35 | 0.3% |
| t | 35 | 0.3% |
| e | 35 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10080 | |
| Uppercase Letter | 2520 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2520 | |
| a | 2520 | |
| b | 2485 | |
| n | 2485 | |
| t | 35 | 0.3% |
| e | 35 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2485 | |
| W | 35 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12600 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2520 | |
| a | 2520 | |
| U | 2485 | |
| b | 2485 | |
| n | 2485 | |
| W | 35 | 0.3% |
| t | 35 | 0.3% |
| e | 35 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2520 | |
| a | 2520 | |
| U | 2485 | |
| b | 2485 | |
| n | 2485 | |
| W | 35 | 0.3% |
| t | 35 | 0.3% |
| e | 35 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23893 |
| Missing (%) | 90.3% |
| Memory size | 206.8 KiB |
| Urban | |
|---|---|
| Water | 15 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12825 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2550 | 9.6% |
| Water | 15 | 0.1% |
| (Missing) | 23893 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2550 | |
| water | 15 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2565 | |
| a | 2565 | |
| U | 2550 | |
| b | 2550 | |
| n | 2550 | |
| W | 15 | 0.1% |
| t | 15 | 0.1% |
| e | 15 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10260 | |
| Uppercase Letter | 2565 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2565 | |
| a | 2565 | |
| b | 2550 | |
| n | 2550 | |
| t | 15 | 0.1% |
| e | 15 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2550 | |
| W | 15 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12825 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2565 | |
| a | 2565 | |
| U | 2550 | |
| b | 2550 | |
| n | 2550 | |
| W | 15 | 0.1% |
| t | 15 | 0.1% |
| e | 15 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12825 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2565 | |
| a | 2565 | |
| U | 2550 | |
| b | 2550 | |
| n | 2550 | |
| W | 15 | 0.1% |
| t | 15 | 0.1% |
| e | 15 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| LAT | LON | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | LABEL2013 | LABEL2014 | LABEL2015 | LABEL2016 | LABEL2017 | LABEL2018 | LABEL2019 | LABEL2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 17.3225 | 78.0075 | 0.35729 | 0.37116 | 0.36133 | 0.35694 | 0.37248 | 0.34203 | 0.31961 | 0.37996 | None | None | None | None | None | None | None | None |
| 1 | 17.3275 | 78.0075 | 0.38009 | 0.38530 | 0.38388 | 0.38077 | 0.39532 | 0.35160 | 0.32587 | 0.39876 | None | None | None | None | None | None | None | None |
| 2 | 17.3325 | 78.0075 | 0.40148 | 0.41639 | 0.40740 | 0.39464 | 0.41569 | 0.36443 | 0.33475 | 0.42572 | None | None | None | None | None | None | None | None |
| 3 | 17.3225 | 78.0125 | 0.35981 | 0.37591 | 0.35774 | 0.34819 | 0.37457 | 0.32586 | 0.31050 | 0.38240 | None | None | None | None | None | None | None | None |
| 4 | 17.3275 | 78.0125 | 0.37971 | 0.39027 | 0.38710 | 0.38317 | 0.39949 | 0.33789 | 0.31540 | 0.38711 | None | None | None | None | None | None | None | None |
| 5 | 17.3325 | 78.0125 | 0.39088 | 0.41230 | 0.40304 | 0.39797 | 0.42067 | 0.34534 | 0.32056 | 0.41159 | None | None | None | None | None | None | None | None |
| 6 | 17.3375 | 78.0125 | 0.40226 | 0.41691 | 0.41688 | 0.40204 | 0.44145 | 0.36254 | 0.33484 | 0.44026 | None | None | None | None | None | None | None | None |
| 7 | 17.3125 | 78.0175 | 0.35855 | 0.39118 | 0.35860 | 0.34654 | 0.40562 | 0.34158 | 0.32099 | 0.39045 | None | None | None | None | None | None | None | None |
| 8 | 17.3175 | 78.0175 | 0.35239 | 0.38464 | 0.34855 | 0.33644 | 0.37175 | 0.32215 | 0.30093 | 0.38475 | None | None | None | None | None | None | None | None |
| 9 | 17.3225 | 78.0175 | 0.37079 | 0.38411 | 0.35326 | 0.34726 | 0.37890 | 0.32150 | 0.30883 | 0.38772 | None | None | None | None | None | None | None | None |
Last rows
| LAT | LON | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | LABEL2013 | LABEL2014 | LABEL2015 | LABEL2016 | LABEL2017 | LABEL2018 | LABEL2019 | LABEL2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26448 | 17.5175 | 79.02750 | 0.44562 | 0.36791 | 0.35829 | 0.36454 | 0.42940 | 0.36070 | 0.39507 | 0.44479 | None | None | None | None | None | None | None | None |
| 26449 | 17.4925 | 79.03250 | 0.40707 | 0.35640 | 0.34520 | 0.32641 | 0.37829 | 0.35432 | 0.37246 | 0.42446 | None | None | None | None | None | None | None | None |
| 26450 | 17.4975 | 79.03250 | 0.41941 | 0.36549 | 0.35974 | 0.34070 | 0.39964 | 0.37168 | 0.38438 | 0.43044 | None | None | None | None | None | None | None | None |
| 26451 | 17.5025 | 79.03250 | 0.43173 | 0.38452 | 0.38183 | 0.36224 | 0.41592 | 0.38946 | 0.39839 | 0.44594 | None | None | None | None | None | None | None | None |
| 26452 | 17.5075 | 79.03250 | 0.44064 | 0.40338 | 0.39187 | 0.37433 | 0.42419 | 0.40239 | 0.40659 | 0.44797 | None | None | None | None | None | None | None | None |
| 26453 | 17.5125 | 79.03250 | 0.44256 | 0.39413 | 0.38830 | 0.37734 | 0.42831 | 0.38659 | 0.40121 | 0.44743 | None | None | None | None | None | None | None | None |
| 26454 | 17.4975 | 79.03751 | 0.41896 | 0.36106 | 0.36272 | 0.34624 | 0.39445 | 0.37177 | 0.38386 | 0.43411 | None | None | None | None | None | None | None | None |
| 26455 | 17.5025 | 79.03751 | 0.42990 | 0.38245 | 0.38196 | 0.36419 | 0.41835 | 0.38922 | 0.39890 | 0.45123 | None | None | None | None | None | None | None | None |
| 26456 | 17.5075 | 79.03751 | 0.43843 | 0.40499 | 0.39334 | 0.36792 | 0.42712 | 0.40560 | 0.41735 | 0.46986 | None | None | None | None | None | None | None | None |
| 26457 | 17.5075 | 79.04250 | 0.43204 | 0.39528 | 0.38166 | 0.35301 | 0.41862 | 0.40042 | 0.41502 | 0.47227 | None | None | None | None | None | None | None | None |